flan-t5-base-samsum

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flan-t5-base-samsum

This model is a fine-tuned version of google/flan-t5-base on the samsum dataset. It achieves the following results on the evaluation set:

• Loss: 1.3718
• Rouge1: 47.4238
• Rouge2: 23.5718
• Rougel: 39.9102
• Rougelsum: 43.5465
• Gen Len: 17.2540

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Framework versions

• Transformers 4.43.3
• Pytorch 2.0.1
• Datasets 2.20.0
• Tokenizers 0.19.1